Unframe

What Unframe does

Unframe is a Managed AI Delivery Platform that transforms enterprise needs and use cases into fully tailored, production-ready AI solutions rapidly. Powered by Unframe's deep technical building blocks and its open platform, The Framery, every solution integrates seamlessly with existing AI programs and core systems. It scopes, designs, and delivers against a company's data, workflows, and governance frameworks. Solutions can run in the customer's cloud, on-premises, or as fully managed SaaS, with no dependency on a specific LLM. Unframe helps enterprises eliminate operational bottlenecks and capture the business value of AI, from targeted use cases to complete AI transformation. The platform is designed to deliver production-grade AI securely and at scale, working alongside existing AI programs. It offers an outcome-based pricing model, where value is proven before commercial commitment.

Products

• Unframe AI OSThe open platform powering every AI solution, purpose-built to deliver production-grade AI securely, at scale, and alongside existing AI programs. It brings enterprise data, operational context, and agentic intelligence into one platform.
• Agent OrchestratorA component of Unframe AI OS that orchestrates production-ready agents with built-in guardrails, full observability, and MCP connectivity. It allows configuration in the Studio, spinning off specialized agents from base agents, and enforcing business rules.
• Knowledge FabricA component of Unframe AI OS that transforms fragmented enterprise data into AI-ready context. It models enterprise data and enriches it with business context, capturing workflows, terminology, and decision logic as AI-ready representations.
• AI-Native Data StoreA continuously synchronized foundation that unifies enterprise data across systems, applications, and APIs, ready for AI from day one.
• Building BlocksFeature-rich modular building blocks at the core of mission-critical AI, including search, reasoning, automation, and agents.
• VISIONA comprehensive case management and image-matching platform specifically designed for missing children investigations, built for Freed People.

Key capabilities

• Managed AI Delivery Platform
• Tailored, production-ready AI solutions
• Seamless integration with existing AI programs and core systems
• Runs in customer's cloud, on-premises, or as fully managed SaaS
• No dependency on a specific LLM
• Agent Orchestrator with built-in guardrails and observability
• Knowledge Fabric for AI-ready context
• AI-Native Data Store for unified enterprise data
• Modular Building Blocks for mission-critical AI
• Outcome-based pricing
• No upfront cost or commitment before proven value
• Rapid deployment (solutions in days, impact in weeks)
• Compounding advantage (faster deployment and higher accuracy with each new solution)
• End-to-end encryption
• Audit logs across all workflows
• No training on customer data
• Data doesn't leave customer perimeter
• Deployment flexibility (cloud, private VPC, on-premises)
• Model-agnostic
• Granular access control (RBAC, SSO, adaptive access policies)
• Transparent and explainable AI (traceable responses, bias/risk safeguards, governance)
• 24/7 customer support with fast responses
• Unlimited integrations with any SaaS, API, DB, File, or Environment
• Connects to legacy systems without standard integration paths

Use cases

• Lower record storage and retrieval cost
• Unlock capacity without adding headcount
• Reduce supply-driven stock outs
• Process unstructured data where context and accuracy are critical
• Manage cross-system workflows spanning multiple systems, CRMs, data lakes, and proprietary tools
• Handle fragmented data (structured and unstructured) across diverse internal and external sources
• Improve operational experiences by eliminating complexity
• Automate compliance reviews
• Accelerate complex reporting
• Surface audit-ready operational intelligence
• Automate KYC & onboarding
• Generate pre-meeting intelligence briefs
• AML monitoring & regulatory reporting
• Credit exposure & next best action
• DORA & MiFID II compliance automation
• LP & investor reporting
• DDQ & ODD preparation
• Portco monitoring & covenant tracking
• Board pack extraction & IC prep
• Cross-portfolio intelligence
• Portfolio monitoring & reporting
• Research intelligence aggregation
• Client reporting automation
• MiFID II, SFDR, AIFMD submissions
• Performance attribution automation
• Suitability & compliance documentation
• Personalized proposal generation
• Next best action across the book
• Mandate review & AUM retention signals
• AI Document Processing (digitizing legacy archives)
• AI Investor Reporting (faster reporting cycles)
• AI Enterprise Search (faster knowledge access)
• AI Lease Abstraction
• Multi-Language Document Processing
• Proofreading AI
• AI Inventory Intelligence
• Image-matching Platform (for missing children investigations)
• Recruiting Pipeline Tracking
• Operational Reporting Automation
• AI Vessel Report Automation
• AI Underwriting Solution (faster policy issuance)
• Supplier Commitment Intelligence (visibility into supplier risks)
• AI Contract Intelligence (automated tracking for renewal/termination deadlines)
• AI Tenant Intelligence (AI-driven data cleansing)
• AI Buyer Update Automation (surfacing shipment risks and production gaps)
• AI Editorial Intelligence (story-to-platform fit predictions)
• AI Email Triage (converting requests into structured work packages)
• AI Budgeting & Forecasting
• Automated claims processing (validating claims instantly)
• Fraud detection at scale (flagging suspicious claims)
• Dynamic risk assessment (building accurate risk profiles)
• Predicted analytics (spotting early trends in claims, lapses, cancellations)
• AI-native IT Operations (reducing MTTR)
• Agentic AI Claims Processing (faster settlement)
• Automate clinical and administrative reporting
• Deploy audit-ready operational intelligence in healthcare
• Unify EHR platforms, RCM systems, clinical data repositories, and regulatory databases
• Transform clinical notes, prior-authorization files, and FDA submissions into context
• Automate prior authorization to safety case triage workflows
• EHR clinical documentation & ambient note workflow integration
• Prior authorization and denial appeal automation
• Discharge summaries & care transition documentation
• Revenue cycle denial management and underpayment recovery
• Operating room utilization and resource planning
• Clinical trial documentation and protocol management
• Safety data processing & pharmacovigilance (PV) reporting
• Clinical Study Report (CSR) drafting and automated assembly
• GxP-compliant audit trail compilation and validation
• Post-market safety surveillance monitoring and signal detection
• Real-World Evidence (RWE) extraction and data normalization
• Quality Management System (QMS) batch records audits
• Technical datasheet and regulatory certification search
• Prior authorization auto-verification and payer portal syncing
• Eligibility & benefits check automation
• Denial management and appeal package compilation
• HEDIS quality measure tracking and compliance auditing
• Expert knowledge capture before retirement
• Cross-system troubleshooting guidance
• Digital shift handover summarization
• Standard operating procedure compliance audits
• Eliminate unplanned downtime in manufacturing
• Resolve critical supply chain gaps in manufacturing
• Keep manufacturing operations audit-ready
• Unify plant, supplier, and back-office systems for a complete operational picture
• Turn maintenance histories, quality reports, supplier contracts, and engineering specs into actionable answers
• Automate quality incidents and compliance reporting with clear audit trails
• Tier-1 supplier delay tracking
• Master contract invoice auditing
• Engineering BOM and procurement synchronization
• Component part design standardization
• Mid-mix material variance detection
• Escaped defect and flaw isolation
• End-to-end product genealogy tracking
• Automated regulatory file generation
• Critical-line failure prevention
• Long-lead spare parts forecasting
• Condition-based overhaul scheduling
• Field repair feedback loop integration
• Throughput micro-stall pinpointing
• Dynamic shift line balancing
• Automated cascading event responses
• Real-time OEE data aggregation
• AI Requirements Engineering Solution

AI approach

Unframe provides a Managed AI Delivery Platform that turns enterprise needs into tailored, production-ready AI solutions. It uses deep technical building blocks and an open platform called The Framery to integrate with existing AI programs and core systems. Solutions run in the customer's environment and are LLM-agnostic. The platform includes an Agent Orchestrator for coordinated execution with guardrails, a Knowledge Fabric to transform fragmented data into AI-ready context, and an AI-Native Data Store for unifying enterprise data. Solutions are configured from modular building blocks rather than built from scratch.

Tech named: Agent Orchestrator, Knowledge Fabric, AI-Native Data Store, Building Blocks, Blueprint, LLM, MCP, Agentic AI

Industries served

• Financial Services
• Healthcare
• Retail
• Manufacturing
• Real Estate
• Media
• Consumer Goods
• Nonprofit
• Government Contracting
• Transportation & Logistics
• Insurance
• Construction
• Life Sciences
• Hospitals & Health Systems
• Pharma & Biotech
• Medical Devices
• Payers & Health Plans
• Industrial

What it says sets it apart

• Managed AI Delivery Platform that delivers production-ready solutions in days
• No upfront cost or FDE required; outcome-based pricing
• Full agent governance with built-in guardrails and observability
• Solutions run in customer's cloud, on-premises, or as fully managed SaaS
• Model-agnostic, allowing choice of LLMs
• Seamless integration with existing AI programs and core systems
• Unframe AI OS provides an open platform with Agent Orchestrator, Knowledge Fabric, and AI-Native Data Store
• Compounding advantage: faster deployment and higher accuracy with each new solution
• Data remains within the customer's perimeter, with no training on customer data
• Enterprise-grade security and compliance (SOC2 Type II, ISO 27001, ISO 42001, HIPAA)
• Explainable by design with traceable responses and decision paths
• Proactive bias & risk safeguards
• Granular access control with RBAC, SSO, and adaptive access policies
• Unlimited integrations with any SaaS, API, DB, File, or Environment, including legacy systems
• Focus on measurable outcomes; solutions are only built if they move a number (revenue, cost, speed, accuracy)
• Rapid deployment due to battle-tested components and Blueprint configuration, not built from scratch
• 24/7 customer support with direct access to Unframe experts

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.